{"id":"W2953973903","doi":"10.7202/1039572ar","title":"Instantanés","year":2017,"lang":"fr","type":"article","venue":"Études françaises","topic":"Contemporary art, education, critique","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001195122,0.0002400055,0.0002861747,0.00006155898,0.004042713,0.0005701096,0.001142279,0.000225624,0.003289399],"category_scores_gemma":[0.0007295223,0.0002764613,0.0001547253,0.000131008,0.002354119,0.004895571,0.0001081197,0.0002510039,0.001000945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001109087,"about_ca_system_score_gemma":0.001053326,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02385212,"about_ca_topic_score_gemma":0.0373059,"domain_scores_codex":[0.9979628,0.0003312228,0.0003337819,0.0004183112,0.0004192743,0.0005346226],"domain_scores_gemma":[0.9980314,0.0002841762,0.0002773035,0.0009357544,0.0001837254,0.0002876296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001352065,0.0002533483,0.08850784,0.00007359179,0.00003711448,0.00002966551,0.01344536,6.437866e-7,0.00003655139,0.8352718,0.05011779,0.01221274],"study_design_scores_gemma":[0.0002545813,0.00004906592,0.05378741,0.0001906431,0.00003684001,0.000003864862,0.004467384,0.000005730984,0.0001437426,0.006231535,0.9345161,0.0003131544],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.124515,0.008795918,0.00003652032,0.1575948,0.005909844,0.0003217832,0.00003956708,0.0000982444,0.7026883],"genre_scores_gemma":[0.8333998,0.002809935,0.0003831196,0.0004791965,0.001590112,0.00002186715,0.000004161568,0.00002738912,0.1612844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8843983,"threshold_uncertainty_score":0.9999688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04641801505856024,"score_gpt":0.3349022702195625,"score_spread":0.2884842551610023,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}